{"id":"W2601203094","doi":"10.1016/j.clinbiochem.2017.03.022","title":"Laboratory medicine – A hidden treasure in healthcare","year":2017,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Treasure; Medical laboratory; Test (biology); Health care; Healthcare delivery; Medicine; Alternative medicine; Medical physics; Pathology; Political science; History; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03680187,0.001164769,0.002236246,0.003416399,0.005602078,0.0226982,0.003385147,0.01525232,0.021786],"category_scores_gemma":[0.05062798,0.001013942,0.0009949645,0.003350637,0.04059697,0.04470195,0.01181547,0.02678991,0.005906938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01131805,"about_ca_system_score_gemma":0.01655128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826738,"about_ca_topic_score_gemma":0.007429069,"domain_scores_codex":[0.9831649,0.006716098,0.001405126,0.001744521,0.005459741,0.001509569],"domain_scores_gemma":[0.9275632,0.03581304,0.003676386,0.006549971,0.0115024,0.01489505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002243124,0.0001756174,0.001876786,0.001104382,0.0001078903,0.0001992814,0.001984928,0.0006622004,0.0009857648,0.5531188,0.3275664,0.1119937],"study_design_scores_gemma":[0.00005962534,0.0001411483,0.002091522,0.002121897,0.0000323418,0.0003014405,0.003762548,0.0006460919,0.0003230172,0.4699671,0.5204054,0.0001478665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001282131,0.07123514,0.003391221,0.9000106,0.01340153,0.000008420821,0.00014441,0.0001170604,0.01040952],"genre_scores_gemma":[0.1945671,0.1515235,0.01296414,0.5261925,0.09750319,0.00009360957,0.0004166939,0.0004222387,0.01631708],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03680187,"threshold_uncertainty_score":0.1946293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251908388372841,"score_gpt":0.4886740610249734,"score_spread":0.3634832221876892,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}